Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 2000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 6 |
| Duplicate rows (%) | 0.3% |
| Total size in memory | 312.6 KiB |
| Average record size in memory | 160.1 B |
Variable types
| NUM | 20 |
|---|
Reproduction
| Analysis started | 2020-08-25 01:31:19.355609 |
|---|---|
| Analysis finished | 2020-08-25 01:32:22.031466 |
| Duration | 1 minute and 2.68 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Distinct count | 25 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.115 |
|---|---|
| Minimum | 0.0 |
| Maximum | 25.0 |
| Zeros | 41 |
| Zeros (%) | 2.1% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 7 |
| median | 10 |
| Q3 | 13 |
| 95-th percentile | 18 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.113398911 |
|---|---|
| Coefficient of variation (CV) | 0.5055263382 |
| Kurtosis | -0.5144771984 |
| Mean | 10.115 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.08475487861 |
| Sum | 20230 |
| Variance | 26.14684842 |
| Value | Count | Frequency (%) | |
| 10 | 187 | 9.3% | |
| 9 | 181 | 9.0% | |
| 11 | 169 | 8.5% | |
| 12 | 156 | 7.8% | |
| 8 | 149 | 7.4% | |
| 13 | 136 | 6.8% | |
| 17 | 95 | 4.8% | |
| 14 | 92 | 4.6% | |
| 16 | 91 | 4.5% | |
| 1 | 89 | 4.5% | |
| 2 | 88 | 4.4% | |
| 7 | 84 | 4.2% | |
| 3 | 83 | 4.2% | |
| 15 | 77 | 3.9% | |
| 18 | 58 | 2.9% | |
| 4 | 57 | 2.9% | |
| 6 | 47 | 2.4% | |
| 0 | 41 | 2.1% | |
| 5 | 37 | 1.8% | |
| 19 | 33 | 1.7% | |
| 20 | 18 | 0.9% | |
| 21 | 15 | 0.8% | |
| 22 | 10 | 0.5% | |
| 23 | 6 | 0.3% | |
| 25 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 41 | 2.1% | |
| 1 | 89 | 4.5% | |
| 2 | 88 | 4.4% | |
| 3 | 83 | 4.2% | |
| 4 | 57 | 2.9% | |
| 5 | 37 | 1.8% | |
| 6 | 47 | 2.4% | |
| 7 | 84 | 4.2% | |
| 8 | 149 | 7.4% | |
| 9 | 181 | 9.0% |
| Value | Count | Frequency (%) | |
| 25 | 1 | 0.1% | |
| 23 | 6 | 0.3% | |
| 22 | 10 | 0.5% | |
| 21 | 15 | 0.8% | |
| 20 | 18 | 0.9% | |
| 19 | 33 | 1.7% | |
| 18 | 58 | 2.9% | |
| 17 | 95 | 4.8% | |
| 16 | 91 | 4.5% | |
| 15 | 77 | 3.9% |
att214
Real number (ℝ≥0)
| Distinct count | 15 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.968 |
|---|---|
| Minimum | 4.0 |
| Maximum | 18.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 10 |
| median | 12 |
| Q3 | 14 |
| 95-th percentile | 16 |
| Maximum | 18 |
| Range | 14 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.579787521 |
|---|---|
| Coefficient of variation (CV) | 0.2155571124 |
| Kurtosis | -0.7458463478 |
| Mean | 11.968 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.07528338193 |
| Sum | 23936 |
| Variance | 6.655303652 |
| Value | Count | Frequency (%) | |
| 10 | 294 | 14.7% | |
| 11 | 266 | 13.3% | |
| 12 | 248 | 12.4% | |
| 13 | 226 | 11.3% | |
| 9 | 208 | 10.4% | |
| 14 | 197 | 9.8% | |
| 15 | 193 | 9.7% | |
| 16 | 154 | 7.7% | |
| 8 | 96 | 4.8% | |
| 7 | 50 | 2.5% | |
| 17 | 49 | 2.5% | |
| 18 | 9 | 0.4% | |
| 6 | 6 | 0.3% | |
| 5 | 2 | 0.1% | |
| 4 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 4 | 2 | 0.1% | |
| 5 | 2 | 0.1% | |
| 6 | 6 | 0.3% | |
| 7 | 50 | 2.5% | |
| 8 | 96 | 4.8% | |
| 9 | 208 | 10.4% | |
| 10 | 294 | 14.7% | |
| 11 | 266 | 13.3% | |
| 12 | 248 | 12.4% | |
| 13 | 226 | 11.3% |
| Value | Count | Frequency (%) | |
| 18 | 9 | 0.4% | |
| 17 | 49 | 2.5% | |
| 16 | 154 | 7.7% | |
| 15 | 193 | 9.7% | |
| 14 | 197 | 9.8% | |
| 13 | 226 | 11.3% | |
| 12 | 248 | 12.4% | |
| 11 | 266 | 13.3% | |
| 10 | 294 | 14.7% | |
| 9 | 208 | 10.4% |
att139
Real number (ℝ≥0)
| Distinct count | 37 |
|---|---|
| Unique (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.027 |
|---|---|
| Minimum | 0.0 |
| Maximum | 36.0 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 12 |
| median | 17 |
| Q3 | 25 |
| 95-th percentile | 30 |
| Maximum | 36 |
| Range | 36 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 7.616973161 |
|---|---|
| Coefficient of variation (CV) | 0.4225313786 |
| Kurtosis | -0.8727567937 |
| Mean | 18.027 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.2025895008 |
| Sum | 36054 |
| Variance | 58.01828014 |
| Value | Count | Frequency (%) | |
| 11 | 139 | 7.0% | |
| 12 | 105 | 5.2% | |
| 13 | 103 | 5.1% | |
| 10 | 103 | 5.1% | |
| 15 | 100 | 5.0% | |
| 27 | 98 | 4.9% | |
| 17 | 89 | 4.5% | |
| 14 | 86 | 4.3% | |
| 18 | 82 | 4.1% | |
| 9 | 78 | 3.9% | |
| 16 | 78 | 3.9% | |
| 26 | 78 | 3.9% | |
| 19 | 76 | 3.8% | |
| 28 | 75 | 3.8% | |
| 24 | 69 | 3.5% | |
| 22 | 63 | 3.1% | |
| 20 | 63 | 3.1% | |
| 29 | 63 | 3.1% | |
| 25 | 62 | 3.1% | |
| 23 | 53 | 2.6% | |
| 21 | 51 | 2.5% | |
| 8 | 36 | 1.8% | |
| 7 | 33 | 1.7% | |
| 30 | 32 | 1.6% | |
| 31 | 29 | 1.5% | |
| Other values (12) | 156 | 7.8% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 1 | 3 | 0.1% | |
| 2 | 11 | 0.5% | |
| 3 | 12 | 0.6% | |
| 4 | 13 | 0.7% | |
| 5 | 23 | 1.1% | |
| 6 | 24 | 1.2% | |
| 7 | 33 | 1.7% | |
| 8 | 36 | 1.8% | |
| 9 | 78 | 3.9% |
| Value | Count | Frequency (%) | |
| 36 | 6 | 0.3% | |
| 35 | 14 | 0.7% | |
| 34 | 10 | 0.5% | |
| 33 | 22 | 1.1% | |
| 32 | 17 | 0.9% | |
| 31 | 29 | 1.5% | |
| 30 | 32 | 1.6% | |
| 29 | 63 | 3.1% | |
| 28 | 75 | 3.8% | |
| 27 | 98 | 4.9% |
att178
Real number (ℝ≥0)
| Distinct count | 18 |
|---|---|
| Unique (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.277 |
|---|---|
| Minimum | 0.0 |
| Maximum | 17.0 |
| Zeros | 3 |
| Zeros (%) | 0.1% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| median | 9 |
| Q3 | 11 |
| 95-th percentile | 14 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.009451678 |
|---|---|
| Coefficient of variation (CV) | 0.3243992322 |
| Kurtosis | -0.09832404278 |
| Mean | 9.277 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.2231365856 |
| Sum | 18554 |
| Variance | 9.0567994 |
| Value | Count | Frequency (%) | |
| 9 | 288 | 14.4% | |
| 10 | 262 | 13.1% | |
| 8 | 234 | 11.7% | |
| 11 | 217 | 10.8% | |
| 7 | 192 | 9.6% | |
| 12 | 186 | 9.3% | |
| 13 | 129 | 6.5% | |
| 6 | 110 | 5.5% | |
| 14 | 95 | 4.8% | |
| 5 | 89 | 4.5% | |
| 4 | 61 | 3.0% | |
| 15 | 41 | 2.1% | |
| 3 | 34 | 1.7% | |
| 2 | 25 | 1.2% | |
| 16 | 18 | 0.9% | |
| 1 | 11 | 0.5% | |
| 17 | 5 | 0.2% | |
| 0 | 3 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 3 | 0.1% | |
| 1 | 11 | 0.5% | |
| 2 | 25 | 1.2% | |
| 3 | 34 | 1.7% | |
| 4 | 61 | 3.0% | |
| 5 | 89 | 4.5% | |
| 6 | 110 | 5.5% | |
| 7 | 192 | 9.6% | |
| 8 | 234 | 11.7% | |
| 9 | 288 | 14.4% |
| Value | Count | Frequency (%) | |
| 17 | 5 | 0.2% | |
| 16 | 18 | 0.9% | |
| 15 | 41 | 2.1% | |
| 14 | 95 | 4.8% | |
| 13 | 129 | 6.5% | |
| 12 | 186 | 9.3% | |
| 11 | 217 | 10.8% | |
| 10 | 262 | 13.1% | |
| 9 | 288 | 14.4% | |
| 8 | 234 | 11.7% |
att16
Real number (ℝ≥0)
| Distinct count | 351 |
|---|---|
| Unique (%) | 17.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 671.949 |
|---|---|
| Minimum | 527.0 |
| Maximum | 987.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 527 |
|---|---|
| 5-th percentile | 568.95 |
| Q1 | 610 |
| median | 652 |
| Q3 | 723 |
| 95-th percentile | 831 |
| Maximum | 987 |
| Range | 460 |
| Interquartile range (IQR) | 113 |
Descriptive statistics
| Standard deviation | 81.93596982 |
|---|---|
| Coefficient of variation (CV) | 0.1219377807 |
| Kurtosis | 0.1541791891 |
| Mean | 671.949 |
| Median Absolute Deviation (MAD) | 51 |
| Skewness | 0.8356626585 |
| Sum | 1343898 |
| Variance | 6713.503151 |
| Value | Count | Frequency (%) | |
| 637 | 23 | 1.1% | |
| 629 | 19 | 0.9% | |
| 648 | 18 | 0.9% | |
| 601 | 17 | 0.9% | |
| 593 | 17 | 0.9% | |
| 624 | 16 | 0.8% | |
| 626 | 16 | 0.8% | |
| 652 | 16 | 0.8% | |
| 625 | 16 | 0.8% | |
| 651 | 16 | 0.8% | |
| 604 | 16 | 0.8% | |
| 610 | 15 | 0.8% | |
| 641 | 15 | 0.8% | |
| 616 | 15 | 0.8% | |
| 594 | 15 | 0.8% | |
| 642 | 14 | 0.7% | |
| 619 | 14 | 0.7% | |
| 663 | 14 | 0.7% | |
| 605 | 14 | 0.7% | |
| 617 | 13 | 0.7% | |
| 614 | 13 | 0.7% | |
| 631 | 13 | 0.7% | |
| 606 | 13 | 0.7% | |
| 602 | 13 | 0.7% | |
| 598 | 13 | 0.7% | |
| Other values (326) | 1616 | 80.8% |
| Value | Count | Frequency (%) | |
| 527 | 2 | 0.1% | |
| 531 | 1 | 0.1% | |
| 534 | 1 | 0.1% | |
| 536 | 1 | 0.1% | |
| 537 | 1 | 0.1% | |
| 538 | 1 | 0.1% | |
| 539 | 2 | 0.1% | |
| 541 | 1 | 0.1% | |
| 542 | 2 | 0.1% | |
| 546 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 987 | 1 | 0.1% | |
| 952 | 1 | 0.1% | |
| 950 | 1 | 0.1% | |
| 942 | 2 | 0.1% | |
| 938 | 1 | 0.1% | |
| 934 | 1 | 0.1% | |
| 933 | 1 | 0.1% | |
| 925 | 1 | 0.1% | |
| 924 | 2 | 0.1% | |
| 917 | 1 | 0.1% |
att112
Real number (ℝ≥0)
| Distinct count | 297 |
|---|---|
| Unique (%) | 14.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 803.899 |
|---|---|
| Minimum | 574.0 |
| Maximum | 1043.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 574 |
|---|---|
| 5-th percentile | 680 |
| Q1 | 769.75 |
| median | 818 |
| Q3 | 849 |
| 95-th percentile | 882 |
| Maximum | 1043 |
| Range | 469 |
| Interquartile range (IQR) | 79.25 |
Descriptive statistics
| Standard deviation | 62.61193917 |
|---|---|
| Coefficient of variation (CV) | 0.07788533033 |
| Kurtosis | 0.2684048724 |
| Mean | 803.899 |
| Median Absolute Deviation (MAD) | 36 |
| Skewness | -0.7575355209 |
| Sum | 1607798 |
| Variance | 3920.254926 |
| Value | Count | Frequency (%) | |
| 858 | 23 | 1.1% | |
| 844 | 23 | 1.1% | |
| 850 | 22 | 1.1% | |
| 847 | 21 | 1.1% | |
| 816 | 21 | 1.1% | |
| 832 | 21 | 1.1% | |
| 837 | 21 | 1.1% | |
| 845 | 21 | 1.1% | |
| 833 | 20 | 1.0% | |
| 862 | 19 | 0.9% | |
| 846 | 19 | 0.9% | |
| 810 | 18 | 0.9% | |
| 825 | 18 | 0.9% | |
| 818 | 18 | 0.9% | |
| 840 | 18 | 0.9% | |
| 801 | 17 | 0.9% | |
| 811 | 17 | 0.9% | |
| 813 | 17 | 0.9% | |
| 819 | 17 | 0.9% | |
| 863 | 17 | 0.9% | |
| 856 | 17 | 0.9% | |
| 864 | 17 | 0.9% | |
| 852 | 17 | 0.9% | |
| 855 | 17 | 0.9% | |
| 843 | 17 | 0.9% | |
| Other values (272) | 1527 | 76.3% |
| Value | Count | Frequency (%) | |
| 574 | 1 | 0.1% | |
| 596 | 1 | 0.1% | |
| 605 | 1 | 0.1% | |
| 608 | 1 | 0.1% | |
| 612 | 1 | 0.1% | |
| 616 | 2 | 0.1% | |
| 620 | 1 | 0.1% | |
| 621 | 1 | 0.1% | |
| 622 | 1 | 0.1% | |
| 624 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1043 | 1 | 0.1% | |
| 970 | 1 | 0.1% | |
| 952 | 2 | 0.1% | |
| 949 | 1 | 0.1% | |
| 947 | 1 | 0.1% | |
| 946 | 1 | 0.1% | |
| 938 | 1 | 0.1% | |
| 935 | 1 | 0.1% | |
| 925 | 3 | 0.1% | |
| 924 | 2 | 0.1% |
att183
Real number (ℝ≥0)
| Distinct count | 540 |
|---|---|
| Unique (%) | 27.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 855.6795 |
|---|---|
| Minimum | 582.0 |
| Maximum | 1334.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 582 |
|---|---|
| 5-th percentile | 655.95 |
| Q1 | 741 |
| median | 847 |
| Q3 | 957 |
| 95-th percentile | 1090.1 |
| Maximum | 1334 |
| Range | 752 |
| Interquartile range (IQR) | 216 |
Descriptive statistics
| Standard deviation | 138.4763902 |
|---|---|
| Coefficient of variation (CV) | 0.1618320763 |
| Kurtosis | -0.5389741078 |
| Mean | 855.6795 |
| Median Absolute Deviation (MAD) | 108 |
| Skewness | 0.3360271024 |
| Sum | 1711359 |
| Variance | 19175.71064 |
| Value | Count | Frequency (%) | |
| 763 | 11 | 0.5% | |
| 990 | 10 | 0.5% | |
| 907 | 10 | 0.5% | |
| 801 | 10 | 0.5% | |
| 970 | 10 | 0.5% | |
| 1006 | 10 | 0.5% | |
| 704 | 9 | 0.4% | |
| 969 | 9 | 0.4% | |
| 757 | 9 | 0.4% | |
| 806 | 9 | 0.4% | |
| 924 | 9 | 0.4% | |
| 980 | 9 | 0.4% | |
| 692 | 8 | 0.4% | |
| 916 | 8 | 0.4% | |
| 726 | 8 | 0.4% | |
| 693 | 8 | 0.4% | |
| 731 | 8 | 0.4% | |
| 750 | 8 | 0.4% | |
| 768 | 8 | 0.4% | |
| 753 | 8 | 0.4% | |
| 769 | 8 | 0.4% | |
| 828 | 8 | 0.4% | |
| 667 | 8 | 0.4% | |
| 872 | 8 | 0.4% | |
| 666 | 8 | 0.4% | |
| Other values (515) | 1781 | 89.0% |
| Value | Count | Frequency (%) | |
| 582 | 1 | 0.1% | |
| 584 | 1 | 0.1% | |
| 589 | 1 | 0.1% | |
| 592 | 1 | 0.1% | |
| 595 | 1 | 0.1% | |
| 598 | 1 | 0.1% | |
| 599 | 1 | 0.1% | |
| 600 | 1 | 0.1% | |
| 601 | 1 | 0.1% | |
| 604 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1334 | 1 | 0.1% | |
| 1299 | 1 | 0.1% | |
| 1281 | 1 | 0.1% | |
| 1276 | 1 | 0.1% | |
| 1262 | 1 | 0.1% | |
| 1252 | 1 | 0.1% | |
| 1245 | 1 | 0.1% | |
| 1241 | 1 | 0.1% | |
| 1234 | 2 | 0.1% | |
| 1230 | 1 | 0.1% |
att74
Real number (ℝ≥0)
| Distinct count | 361 |
|---|---|
| Unique (%) | 18.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 327.2515 |
|---|---|
| Minimum | 125.0 |
| Maximum | 613.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 125 |
|---|---|
| 5-th percentile | 211 |
| Q1 | 266 |
| median | 317 |
| Q3 | 381 |
| 95-th percentile | 481 |
| Maximum | 613 |
| Range | 488 |
| Interquartile range (IQR) | 115 |
Descriptive statistics
| Standard deviation | 82.39424527 |
|---|---|
| Coefficient of variation (CV) | 0.2517765244 |
| Kurtosis | -0.2837404978 |
| Mean | 327.2515 |
| Median Absolute Deviation (MAD) | 56 |
| Skewness | 0.4751018599 |
| Sum | 654503 |
| Variance | 6788.811654 |
| Value | Count | Frequency (%) | |
| 334 | 17 | 0.9% | |
| 303 | 16 | 0.8% | |
| 318 | 15 | 0.8% | |
| 264 | 14 | 0.7% | |
| 273 | 14 | 0.7% | |
| 259 | 14 | 0.7% | |
| 280 | 14 | 0.7% | |
| 272 | 14 | 0.7% | |
| 351 | 14 | 0.7% | |
| 279 | 14 | 0.7% | |
| 285 | 14 | 0.7% | |
| 271 | 14 | 0.7% | |
| 267 | 14 | 0.7% | |
| 304 | 13 | 0.7% | |
| 282 | 13 | 0.7% | |
| 287 | 13 | 0.7% | |
| 243 | 13 | 0.7% | |
| 324 | 13 | 0.7% | |
| 317 | 13 | 0.7% | |
| 241 | 13 | 0.7% | |
| 312 | 12 | 0.6% | |
| 300 | 12 | 0.6% | |
| 288 | 12 | 0.6% | |
| 340 | 12 | 0.6% | |
| 260 | 12 | 0.6% | |
| Other values (336) | 1661 | 83.0% |
| Value | Count | Frequency (%) | |
| 125 | 1 | 0.1% | |
| 142 | 1 | 0.1% | |
| 143 | 2 | 0.1% | |
| 147 | 1 | 0.1% | |
| 148 | 1 | 0.1% | |
| 149 | 2 | 0.1% | |
| 160 | 1 | 0.1% | |
| 161 | 1 | 0.1% | |
| 162 | 1 | 0.1% | |
| 163 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 613 | 1 | 0.1% | |
| 577 | 1 | 0.1% | |
| 571 | 1 | 0.1% | |
| 570 | 1 | 0.1% | |
| 559 | 1 | 0.1% | |
| 553 | 1 | 0.1% | |
| 546 | 1 | 0.1% | |
| 545 | 1 | 0.1% | |
| 542 | 1 | 0.1% | |
| 541 | 3 | 0.1% |
att206
Real number (ℝ≥0)
| Distinct count | 330 |
|---|---|
| Unique (%) | 16.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 320.7825 |
|---|---|
| Minimum | 145.0 |
| Maximum | 565.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 145 |
|---|---|
| 5-th percentile | 225 |
| Q1 | 270 |
| median | 310 |
| Q3 | 366 |
| 95-th percentile | 447 |
| Maximum | 565 |
| Range | 420 |
| Interquartile range (IQR) | 96 |
Descriptive statistics
| Standard deviation | 69.48709536 |
|---|---|
| Coefficient of variation (CV) | 0.2166174756 |
| Kurtosis | 0.05301534958 |
| Mean | 320.7825 |
| Median Absolute Deviation (MAD) | 46 |
| Skewness | 0.576572041 |
| Sum | 641565 |
| Variance | 4828.456422 |
| Value | Count | Frequency (%) | |
| 296 | 22 | 1.1% | |
| 287 | 21 | 1.1% | |
| 277 | 18 | 0.9% | |
| 252 | 17 | 0.9% | |
| 320 | 16 | 0.8% | |
| 283 | 16 | 0.8% | |
| 313 | 16 | 0.8% | |
| 330 | 16 | 0.8% | |
| 280 | 16 | 0.8% | |
| 298 | 15 | 0.8% | |
| 309 | 15 | 0.8% | |
| 288 | 15 | 0.8% | |
| 273 | 15 | 0.8% | |
| 345 | 15 | 0.8% | |
| 246 | 15 | 0.8% | |
| 295 | 15 | 0.8% | |
| 348 | 15 | 0.8% | |
| 307 | 15 | 0.8% | |
| 372 | 14 | 0.7% | |
| 268 | 14 | 0.7% | |
| 274 | 14 | 0.7% | |
| 310 | 14 | 0.7% | |
| 272 | 14 | 0.7% | |
| 286 | 14 | 0.7% | |
| 247 | 13 | 0.7% | |
| Other values (305) | 1610 | 80.5% |
| Value | Count | Frequency (%) | |
| 145 | 1 | 0.1% | |
| 152 | 1 | 0.1% | |
| 170 | 1 | 0.1% | |
| 172 | 1 | 0.1% | |
| 173 | 1 | 0.1% | |
| 178 | 1 | 0.1% | |
| 179 | 2 | 0.1% | |
| 184 | 1 | 0.1% | |
| 187 | 1 | 0.1% | |
| 188 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 565 | 1 | 0.1% | |
| 557 | 1 | 0.1% | |
| 556 | 1 | 0.1% | |
| 550 | 1 | 0.1% | |
| 548 | 1 | 0.1% | |
| 542 | 1 | 0.1% | |
| 536 | 1 | 0.1% | |
| 529 | 1 | 0.1% | |
| 528 | 1 | 0.1% | |
| 517 | 1 | 0.1% |
att140
Real number (ℝ≥0)
| Distinct count | 35 |
|---|---|
| Unique (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.856 |
|---|---|
| Minimum | 2.0 |
| Maximum | 36.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 15 |
| median | 19 |
| Q3 | 26 |
| 95-th percentile | 32 |
| Maximum | 36 |
| Range | 34 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 7.324280616 |
|---|---|
| Coefficient of variation (CV) | 0.368869894 |
| Kurtosis | -0.865243563 |
| Mean | 19.856 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.0906220682 |
| Sum | 39712 |
| Variance | 53.64508654 |
| Value | Count | Frequency (%) | |
| 20 | 122 | 6.1% | |
| 18 | 121 | 6.0% | |
| 16 | 114 | 5.7% | |
| 17 | 101 | 5.1% | |
| 15 | 98 | 4.9% | |
| 19 | 92 | 4.6% | |
| 30 | 90 | 4.5% | |
| 22 | 90 | 4.5% | |
| 10 | 77 | 3.9% | |
| 14 | 74 | 3.7% | |
| 21 | 73 | 3.6% | |
| 23 | 70 | 3.5% | |
| 29 | 70 | 3.5% | |
| 31 | 66 | 3.3% | |
| 25 | 65 | 3.2% | |
| 26 | 62 | 3.1% | |
| 24 | 61 | 3.0% | |
| 12 | 59 | 2.9% | |
| 13 | 58 | 2.9% | |
| 9 | 58 | 2.9% | |
| 8 | 57 | 2.9% | |
| 27 | 54 | 2.7% | |
| 32 | 54 | 2.7% | |
| 11 | 47 | 2.4% | |
| 28 | 41 | 2.1% | |
| Other values (10) | 126 | 6.3% |
| Value | Count | Frequency (%) | |
| 2 | 1 | 0.1% | |
| 3 | 5 | 0.2% | |
| 4 | 4 | 0.2% | |
| 5 | 3 | 0.1% | |
| 6 | 9 | 0.4% | |
| 7 | 36 | 1.8% | |
| 8 | 57 | 2.9% | |
| 9 | 58 | 2.9% | |
| 10 | 77 | 3.9% | |
| 11 | 47 | 2.4% |
| Value | Count | Frequency (%) | |
| 36 | 1 | 0.1% | |
| 35 | 6 | 0.3% | |
| 34 | 25 | 1.2% | |
| 33 | 36 | 1.8% | |
| 32 | 54 | 2.7% | |
| 31 | 66 | 3.3% | |
| 30 | 90 | 4.5% | |
| 29 | 70 | 3.5% | |
| 28 | 41 | 2.1% | |
| 27 | 54 | 2.7% |
att160
Real number (ℝ≥0)
| Distinct count | 403 |
|---|---|
| Unique (%) | 20.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 674.847 |
|---|---|
| Minimum | 470.0 |
| Maximum | 1029.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 470 |
|---|---|
| 5-th percentile | 554 |
| Q1 | 602 |
| median | 652 |
| Q3 | 745.25 |
| 95-th percentile | 848 |
| Maximum | 1029 |
| Range | 559 |
| Interquartile range (IQR) | 143.25 |
Descriptive statistics
| Standard deviation | 94.42785554 |
|---|---|
| Coefficient of variation (CV) | 0.1399248356 |
| Kurtosis | -0.1685876074 |
| Mean | 674.847 |
| Median Absolute Deviation (MAD) | 62 |
| Skewness | 0.6674722837 |
| Sum | 1349694 |
| Variance | 8916.619901 |
| Value | Count | Frequency (%) | |
| 601 | 21 | 1.1% | |
| 612 | 17 | 0.9% | |
| 611 | 16 | 0.8% | |
| 616 | 15 | 0.8% | |
| 622 | 15 | 0.8% | |
| 656 | 15 | 0.8% | |
| 619 | 15 | 0.8% | |
| 630 | 15 | 0.8% | |
| 618 | 15 | 0.8% | |
| 621 | 15 | 0.8% | |
| 591 | 15 | 0.8% | |
| 571 | 15 | 0.8% | |
| 604 | 15 | 0.8% | |
| 617 | 14 | 0.7% | |
| 598 | 14 | 0.7% | |
| 625 | 14 | 0.7% | |
| 641 | 13 | 0.7% | |
| 587 | 13 | 0.7% | |
| 593 | 13 | 0.7% | |
| 602 | 13 | 0.7% | |
| 608 | 13 | 0.7% | |
| 592 | 13 | 0.7% | |
| 584 | 12 | 0.6% | |
| 605 | 12 | 0.6% | |
| 599 | 12 | 0.6% | |
| Other values (378) | 1640 | 82.0% |
| Value | Count | Frequency (%) | |
| 470 | 1 | 0.1% | |
| 471 | 1 | 0.1% | |
| 475 | 1 | 0.1% | |
| 483 | 1 | 0.1% | |
| 490 | 1 | 0.1% | |
| 494 | 1 | 0.1% | |
| 495 | 1 | 0.1% | |
| 497 | 1 | 0.1% | |
| 498 | 1 | 0.1% | |
| 501 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1029 | 1 | 0.1% | |
| 1018 | 1 | 0.1% | |
| 994 | 1 | 0.1% | |
| 986 | 1 | 0.1% | |
| 981 | 1 | 0.1% | |
| 978 | 1 | 0.1% | |
| 975 | 1 | 0.1% | |
| 968 | 1 | 0.1% | |
| 959 | 1 | 0.1% | |
| 958 | 1 | 0.1% |
att31
Real number (ℝ≥0)
| Distinct count | 41 |
|---|---|
| Unique (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.905 |
|---|---|
| Minimum | 0.0 |
| Maximum | 40.0 |
| Zeros | 9 |
| Zeros (%) | 0.4% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 16 |
| median | 22 |
| Q3 | 29 |
| 95-th percentile | 37 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.159307914 |
|---|---|
| Coefficient of variation (CV) | 0.4181377728 |
| Kurtosis | -0.5328570547 |
| Mean | 21.905 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.1615702775 |
| Sum | 43810 |
| Variance | 83.89292146 |
| Value | Count | Frequency (%) | |
| 16 | 113 | 5.7% | |
| 15 | 92 | 4.6% | |
| 19 | 86 | 4.3% | |
| 22 | 86 | 4.3% | |
| 24 | 84 | 4.2% | |
| 23 | 83 | 4.2% | |
| 17 | 82 | 4.1% | |
| 20 | 76 | 3.8% | |
| 18 | 75 | 3.8% | |
| 25 | 75 | 3.8% | |
| 21 | 74 | 3.7% | |
| 14 | 68 | 3.4% | |
| 28 | 67 | 3.4% | |
| 34 | 62 | 3.1% | |
| 30 | 61 | 3.0% | |
| 26 | 58 | 2.9% | |
| 27 | 55 | 2.8% | |
| 29 | 54 | 2.7% | |
| 33 | 53 | 2.6% | |
| 32 | 51 | 2.5% | |
| 31 | 49 | 2.5% | |
| 36 | 46 | 2.3% | |
| 37 | 38 | 1.9% | |
| 35 | 37 | 1.8% | |
| 38 | 36 | 1.8% | |
| Other values (16) | 339 | 17.0% |
| Value | Count | Frequency (%) | |
| 0 | 9 | 0.4% | |
| 1 | 18 | 0.9% | |
| 2 | 17 | 0.9% | |
| 3 | 19 | 0.9% | |
| 4 | 20 | 1.0% | |
| 5 | 22 | 1.1% | |
| 6 | 30 | 1.5% | |
| 7 | 27 | 1.4% | |
| 8 | 22 | 1.1% | |
| 9 | 13 | 0.7% |
| Value | Count | Frequency (%) | |
| 40 | 7 | 0.4% | |
| 39 | 26 | 1.3% | |
| 38 | 36 | 1.8% | |
| 37 | 38 | 1.9% | |
| 36 | 46 | 2.3% | |
| 35 | 37 | 1.8% | |
| 34 | 62 | 3.1% | |
| 33 | 53 | 2.6% | |
| 32 | 51 | 2.5% | |
| 31 | 49 | 2.5% |
att191
Real number (ℝ≥0)
| Distinct count | 25 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.1325 |
|---|---|
| Minimum | 0.0 |
| Maximum | 24.0 |
| Zeros | 8 |
| Zeros (%) | 0.4% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 7 |
| median | 11 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.388549154 |
|---|---|
| Coefficient of variation (CV) | 0.4840376513 |
| Kurtosis | -0.8897569812 |
| Mean | 11.1325 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.02277445918 |
| Sum | 22265 |
| Variance | 29.03646198 |
| Value | Count | Frequency (%) | |
| 12 | 139 | 7.0% | |
| 10 | 134 | 6.7% | |
| 11 | 129 | 6.5% | |
| 14 | 129 | 6.5% | |
| 13 | 127 | 6.3% | |
| 16 | 116 | 5.8% | |
| 15 | 110 | 5.5% | |
| 3 | 108 | 5.4% | |
| 8 | 102 | 5.1% | |
| 4 | 101 | 5.1% | |
| 9 | 99 | 5.0% | |
| 5 | 96 | 4.8% | |
| 18 | 91 | 4.5% | |
| 17 | 89 | 4.5% | |
| 6 | 80 | 4.0% | |
| 7 | 76 | 3.8% | |
| 19 | 72 | 3.6% | |
| 2 | 57 | 2.9% | |
| 20 | 45 | 2.2% | |
| 21 | 33 | 1.7% | |
| 1 | 28 | 1.4% | |
| 22 | 20 | 1.0% | |
| 23 | 10 | 0.5% | |
| 0 | 8 | 0.4% | |
| 24 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 8 | 0.4% | |
| 1 | 28 | 1.4% | |
| 2 | 57 | 2.9% | |
| 3 | 108 | 5.4% | |
| 4 | 101 | 5.1% | |
| 5 | 96 | 4.8% | |
| 6 | 80 | 4.0% | |
| 7 | 76 | 3.8% | |
| 8 | 102 | 5.1% | |
| 9 | 99 | 5.0% |
| Value | Count | Frequency (%) | |
| 24 | 1 | 0.1% | |
| 23 | 10 | 0.5% | |
| 22 | 20 | 1.0% | |
| 21 | 33 | 1.7% | |
| 20 | 45 | 2.2% | |
| 19 | 72 | 3.6% | |
| 18 | 91 | 4.5% | |
| 17 | 89 | 4.5% | |
| 16 | 116 | 5.8% | |
| 15 | 110 | 5.5% |
att10
Real number (ℝ≥0)
| Distinct count | 18 |
|---|---|
| Unique (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.054 |
|---|---|
| Minimum | 0.0 |
| Maximum | 17.0 |
| Zeros | 6 |
| Zeros (%) | 0.3% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 10 |
| Q3 | 12 |
| 95-th percentile | 15 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.084412468 |
|---|---|
| Coefficient of variation (CV) | 0.4511169062 |
| Kurtosis | -0.9843901956 |
| Mean | 9.054 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.1765742586 |
| Sum | 18108 |
| Variance | 16.68242521 |
| Value | Count | Frequency (%) | |
| 11 | 247 | 12.3% | |
| 10 | 229 | 11.5% | |
| 12 | 177 | 8.8% | |
| 4 | 152 | 7.6% | |
| 3 | 134 | 6.7% | |
| 5 | 133 | 6.7% | |
| 9 | 133 | 6.7% | |
| 13 | 124 | 6.2% | |
| 14 | 116 | 5.8% | |
| 6 | 101 | 5.1% | |
| 7 | 99 | 5.0% | |
| 15 | 90 | 4.5% | |
| 16 | 73 | 3.6% | |
| 8 | 73 | 3.6% | |
| 2 | 67 | 3.4% | |
| 1 | 28 | 1.4% | |
| 17 | 18 | 0.9% | |
| 0 | 6 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 6 | 0.3% | |
| 1 | 28 | 1.4% | |
| 2 | 67 | 3.4% | |
| 3 | 134 | 6.7% | |
| 4 | 152 | 7.6% | |
| 5 | 133 | 6.7% | |
| 6 | 101 | 5.1% | |
| 7 | 99 | 5.0% | |
| 8 | 73 | 3.6% | |
| 9 | 133 | 6.7% |
| Value | Count | Frequency (%) | |
| 17 | 18 | 0.9% | |
| 16 | 73 | 3.6% | |
| 15 | 90 | 4.5% | |
| 14 | 116 | 5.8% | |
| 13 | 124 | 6.2% | |
| 12 | 177 | 8.8% | |
| 11 | 247 | 12.3% | |
| 10 | 229 | 11.5% | |
| 9 | 133 | 6.7% | |
| 8 | 73 | 3.6% |
att68
Real number (ℝ≥0)
| Distinct count | 38 |
|---|---|
| Unique (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.771 |
|---|---|
| Minimum | 3.0 |
| Maximum | 40.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 15 |
| median | 20 |
| Q3 | 25 |
| 95-th percentile | 30 |
| Maximum | 40 |
| Range | 37 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.834611544 |
|---|---|
| Coefficient of variation (CV) | 0.345688713 |
| Kurtosis | -0.4940467591 |
| Mean | 19.771 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.03066685368 |
| Sum | 39542 |
| Variance | 46.71191496 |
| Value | Count | Frequency (%) | |
| 19 | 117 | 5.9% | |
| 14 | 112 | 5.6% | |
| 18 | 110 | 5.5% | |
| 24 | 109 | 5.5% | |
| 20 | 106 | 5.3% | |
| 27 | 104 | 5.2% | |
| 26 | 103 | 5.1% | |
| 13 | 100 | 5.0% | |
| 16 | 95 | 4.8% | |
| 21 | 94 | 4.7% | |
| 22 | 89 | 4.5% | |
| 25 | 82 | 4.1% | |
| 17 | 82 | 4.1% | |
| 15 | 80 | 4.0% | |
| 28 | 79 | 4.0% | |
| 23 | 74 | 3.7% | |
| 12 | 69 | 3.5% | |
| 29 | 42 | 2.1% | |
| 30 | 39 | 1.9% | |
| 11 | 39 | 1.9% | |
| 10 | 35 | 1.8% | |
| 8 | 33 | 1.7% | |
| 6 | 31 | 1.6% | |
| 31 | 25 | 1.2% | |
| 7 | 24 | 1.2% | |
| Other values (13) | 127 | 6.3% |
| Value | Count | Frequency (%) | |
| 3 | 4 | 0.2% | |
| 4 | 9 | 0.4% | |
| 5 | 17 | 0.9% | |
| 6 | 31 | 1.6% | |
| 7 | 24 | 1.2% | |
| 8 | 33 | 1.7% | |
| 9 | 23 | 1.1% | |
| 10 | 35 | 1.8% | |
| 11 | 39 | 1.9% | |
| 12 | 69 | 3.5% |
| Value | Count | Frequency (%) | |
| 40 | 1 | 0.1% | |
| 39 | 1 | 0.1% | |
| 38 | 1 | 0.1% | |
| 37 | 2 | 0.1% | |
| 36 | 9 | 0.4% | |
| 35 | 14 | 0.7% | |
| 34 | 10 | 0.5% | |
| 33 | 14 | 0.7% | |
| 32 | 22 | 1.1% | |
| 31 | 25 | 1.2% |
| Distinct count | 45 |
|---|---|
| Unique (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.897 |
|---|---|
| Minimum | 0.0 |
| Maximum | 44.0 |
| Zeros | 24 |
| Zeros (%) | 1.2% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 16 |
| Q3 | 25 |
| 95-th percentile | 39 |
| Maximum | 44 |
| Range | 44 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.58958801 |
|---|---|
| Coefficient of variation (CV) | 0.6475715489 |
| Kurtosis | -0.770769682 |
| Mean | 17.897 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.477965612 |
| Sum | 35794 |
| Variance | 134.3185503 |
| Value | Count | Frequency (%) | |
| 18 | 91 | 4.5% | |
| 20 | 80 | 4.0% | |
| 16 | 77 | 3.9% | |
| 19 | 73 | 3.6% | |
| 14 | 70 | 3.5% | |
| 9 | 70 | 3.5% | |
| 11 | 69 | 3.5% | |
| 6 | 68 | 3.4% | |
| 1 | 65 | 3.2% | |
| 8 | 64 | 3.2% | |
| 15 | 63 | 3.1% | |
| 7 | 61 | 3.0% | |
| 10 | 61 | 3.0% | |
| 13 | 60 | 3.0% | |
| 4 | 56 | 2.8% | |
| 22 | 56 | 2.8% | |
| 2 | 54 | 2.7% | |
| 21 | 53 | 2.6% | |
| 5 | 52 | 2.6% | |
| 12 | 52 | 2.6% | |
| 17 | 50 | 2.5% | |
| 3 | 50 | 2.5% | |
| 37 | 43 | 2.1% | |
| 23 | 37 | 1.8% | |
| 39 | 36 | 1.8% | |
| Other values (20) | 489 | 24.4% |
| Value | Count | Frequency (%) | |
| 0 | 24 | 1.2% | |
| 1 | 65 | 3.2% | |
| 2 | 54 | 2.7% | |
| 3 | 50 | 2.5% | |
| 4 | 56 | 2.8% | |
| 5 | 52 | 2.6% | |
| 6 | 68 | 3.4% | |
| 7 | 61 | 3.0% | |
| 8 | 64 | 3.2% | |
| 9 | 70 | 3.5% |
| Value | Count | Frequency (%) | |
| 44 | 3 | 0.1% | |
| 43 | 11 | 0.5% | |
| 42 | 17 | 0.9% | |
| 41 | 30 | 1.5% | |
| 40 | 34 | 1.7% | |
| 39 | 36 | 1.8% | |
| 38 | 33 | 1.7% | |
| 37 | 43 | 2.1% | |
| 36 | 30 | 1.5% | |
| 35 | 34 | 1.7% |
att173
Real number (ℝ≥0)
| Distinct count | 454 |
|---|---|
| Unique (%) | 22.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 941.9585 |
|---|---|
| Minimum | 479.0 |
| Maximum | 1179.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 479 |
|---|---|
| 5-th percentile | 702 |
| Q1 | 892 |
| median | 969 |
| Q3 | 1019 |
| 95-th percentile | 1069 |
| Maximum | 1179 |
| Range | 700 |
| Interquartile range (IQR) | 127 |
Descriptive statistics
| Standard deviation | 109.9028621 |
|---|---|
| Coefficient of variation (CV) | 0.1166748451 |
| Kurtosis | 0.7265534587 |
| Mean | 941.9585 |
| Median Absolute Deviation (MAD) | 58 |
| Skewness | -1.073823789 |
| Sum | 1883917 |
| Variance | 12078.6391 |
| Value | Count | Frequency (%) | |
| 1010 | 20 | 1.0% | |
| 966 | 18 | 0.9% | |
| 1029 | 17 | 0.9% | |
| 961 | 16 | 0.8% | |
| 1026 | 16 | 0.8% | |
| 1017 | 16 | 0.8% | |
| 964 | 15 | 0.8% | |
| 1011 | 15 | 0.8% | |
| 990 | 15 | 0.8% | |
| 998 | 14 | 0.7% | |
| 1043 | 14 | 0.7% | |
| 1048 | 13 | 0.7% | |
| 1006 | 13 | 0.7% | |
| 1016 | 13 | 0.7% | |
| 938 | 12 | 0.6% | |
| 968 | 12 | 0.6% | |
| 1054 | 12 | 0.6% | |
| 1012 | 12 | 0.6% | |
| 1042 | 12 | 0.6% | |
| 947 | 12 | 0.6% | |
| 996 | 12 | 0.6% | |
| 957 | 12 | 0.6% | |
| 1014 | 12 | 0.6% | |
| 959 | 12 | 0.6% | |
| 1003 | 12 | 0.6% | |
| Other values (429) | 1653 | 82.7% |
| Value | Count | Frequency (%) | |
| 479 | 1 | 0.1% | |
| 566 | 1 | 0.1% | |
| 576 | 1 | 0.1% | |
| 578 | 1 | 0.1% | |
| 580 | 1 | 0.1% | |
| 581 | 1 | 0.1% | |
| 587 | 1 | 0.1% | |
| 592 | 1 | 0.1% | |
| 593 | 1 | 0.1% | |
| 607 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1179 | 1 | 0.1% | |
| 1178 | 1 | 0.1% | |
| 1172 | 1 | 0.1% | |
| 1151 | 1 | 0.1% | |
| 1145 | 1 | 0.1% | |
| 1141 | 1 | 0.1% | |
| 1140 | 1 | 0.1% | |
| 1136 | 1 | 0.1% | |
| 1134 | 1 | 0.1% | |
| 1130 | 2 | 0.1% |
att19
Real number (ℝ≥0)
| Distinct count | 42 |
|---|---|
| Unique (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.862 |
|---|---|
| Minimum | 0.0 |
| Maximum | 41.0 |
| Zeros | 20 |
| Zeros (%) | 1.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 18 |
| Q3 | 26 |
| 95-th percentile | 33 |
| Maximum | 41 |
| Range | 41 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 10.15522133 |
|---|---|
| Coefficient of variation (CV) | 0.5685377522 |
| Kurtosis | -1.025614597 |
| Mean | 17.862 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.008719796666 |
| Sum | 35724 |
| Variance | 103.1285203 |
| Value | Count | Frequency (%) | |
| 19 | 97 | 4.9% | |
| 31 | 81 | 4.0% | |
| 23 | 81 | 4.0% | |
| 20 | 78 | 3.9% | |
| 3 | 75 | 3.8% | |
| 17 | 71 | 3.5% | |
| 7 | 68 | 3.4% | |
| 16 | 68 | 3.4% | |
| 15 | 66 | 3.3% | |
| 22 | 63 | 3.1% | |
| 21 | 63 | 3.1% | |
| 18 | 62 | 3.1% | |
| 32 | 61 | 3.0% | |
| 5 | 60 | 3.0% | |
| 1 | 58 | 2.9% | |
| 6 | 57 | 2.9% | |
| 8 | 56 | 2.8% | |
| 14 | 52 | 2.6% | |
| 2 | 51 | 2.5% | |
| 33 | 51 | 2.5% | |
| 25 | 51 | 2.5% | |
| 24 | 51 | 2.5% | |
| 12 | 51 | 2.5% | |
| 4 | 50 | 2.5% | |
| 30 | 49 | 2.5% | |
| Other values (17) | 429 | 21.4% |
| Value | Count | Frequency (%) | |
| 0 | 20 | 1.0% | |
| 1 | 58 | 2.9% | |
| 2 | 51 | 2.5% | |
| 3 | 75 | 3.8% | |
| 4 | 50 | 2.5% | |
| 5 | 60 | 3.0% | |
| 6 | 57 | 2.9% | |
| 7 | 68 | 3.4% | |
| 8 | 56 | 2.8% | |
| 9 | 39 | 1.9% |
| Value | Count | Frequency (%) | |
| 41 | 2 | 0.1% | |
| 40 | 2 | 0.1% | |
| 39 | 10 | 0.5% | |
| 38 | 12 | 0.6% | |
| 37 | 9 | 0.4% | |
| 36 | 15 | 0.8% | |
| 35 | 15 | 0.8% | |
| 34 | 30 | 1.5% | |
| 33 | 51 | 2.5% | |
| 32 | 61 | 3.0% |
att155
Real number (ℝ≥0)
| Distinct count | 18 |
|---|---|
| Unique (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.3545 |
|---|---|
| Minimum | 0.0 |
| Maximum | 17.0 |
| Zeros | 6 |
| Zeros (%) | 0.3% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 7 |
| median | 10 |
| Q3 | 12 |
| 95-th percentile | 15 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.706440152 |
|---|---|
| Coefficient of variation (CV) | 0.3962200173 |
| Kurtosis | -0.6245856902 |
| Mean | 9.3545 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.379783193 |
| Sum | 18709 |
| Variance | 13.7376986 |
| Value | Count | Frequency (%) | |
| 11 | 252 | 12.6% | |
| 10 | 236 | 11.8% | |
| 9 | 190 | 9.5% | |
| 12 | 185 | 9.2% | |
| 13 | 155 | 7.8% | |
| 8 | 146 | 7.3% | |
| 14 | 141 | 7.0% | |
| 5 | 115 | 5.8% | |
| 7 | 113 | 5.7% | |
| 4 | 107 | 5.3% | |
| 3 | 90 | 4.5% | |
| 15 | 77 | 3.9% | |
| 6 | 61 | 3.0% | |
| 2 | 53 | 2.6% | |
| 16 | 42 | 2.1% | |
| 1 | 25 | 1.2% | |
| 0 | 6 | 0.3% | |
| 17 | 6 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 6 | 0.3% | |
| 1 | 25 | 1.2% | |
| 2 | 53 | 2.6% | |
| 3 | 90 | 4.5% | |
| 4 | 107 | 5.3% | |
| 5 | 115 | 5.8% | |
| 6 | 61 | 3.0% | |
| 7 | 113 | 5.7% | |
| 8 | 146 | 7.3% | |
| 9 | 190 | 9.5% |
| Value | Count | Frequency (%) | |
| 17 | 6 | 0.3% | |
| 16 | 42 | 2.1% | |
| 15 | 77 | 3.9% | |
| 14 | 141 | 7.0% | |
| 13 | 155 | 7.8% | |
| 12 | 185 | 9.2% | |
| 11 | 252 | 12.6% | |
| 10 | 236 | 11.8% | |
| 9 | 190 | 9.5% | |
| 8 | 146 | 7.3% |
target
Real number (ℝ≥0)
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5.5 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.872999663 |
|---|---|
| Coefficient of variation (CV) | 0.5223635751 |
| Kurtosis | -1.224302538 |
| Mean | 5.5 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 0 |
| Sum | 11000 |
| Variance | 8.254127064 |
| Value | Count | Frequency (%) | |
| 10 | 200 | 10.0% | |
| 9 | 200 | 10.0% | |
| 8 | 200 | 10.0% | |
| 7 | 200 | 10.0% | |
| 6 | 200 | 10.0% | |
| 5 | 200 | 10.0% | |
| 4 | 200 | 10.0% | |
| 3 | 200 | 10.0% | |
| 2 | 200 | 10.0% | |
| 1 | 200 | 10.0% |
| Value | Count | Frequency (%) | |
| 1 | 200 | 10.0% | |
| 2 | 200 | 10.0% | |
| 3 | 200 | 10.0% | |
| 4 | 200 | 10.0% | |
| 5 | 200 | 10.0% | |
| 6 | 200 | 10.0% | |
| 7 | 200 | 10.0% | |
| 8 | 200 | 10.0% | |
| 9 | 200 | 10.0% | |
| 10 | 200 | 10.0% |
| Value | Count | Frequency (%) | |
| 10 | 200 | 10.0% | |
| 9 | 200 | 10.0% | |
| 8 | 200 | 10.0% | |
| 7 | 200 | 10.0% | |
| 6 | 200 | 10.0% | |
| 5 | 200 | 10.0% | |
| 4 | 200 | 10.0% | |
| 3 | 200 | 10.0% | |
| 2 | 200 | 10.0% | |
| 1 | 200 | 10.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| att202 | att214 | att139 | att178 | att16 | att112 | att183 | att74 | att206 | att140 | att160 | att31 | att191 | att10 | att68 | att177 | att173 | att19 | att155 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 10.0 | 15.0 | 11.0 | 12.0 | 624.0 | 886.0 | 607.0 | 518.0 | 421.0 | 8.0 | 644.0 | 38.0 | 9.0 | 6.0 | 28.0 | 12.0 | 961.0 | 7.0 | 10.0 | 1 |
| 1 | 10.0 | 13.0 | 16.0 | 8.0 | 548.0 | 796.0 | 687.0 | 427.0 | 354.0 | 10.0 | 614.0 | 29.0 | 10.0 | 4.0 | 30.0 | 19.0 | 979.0 | 2.0 | 5.0 | 1 |
| 2 | 13.0 | 14.0 | 17.0 | 9.0 | 560.0 | 790.0 | 672.0 | 377.0 | 348.0 | 9.0 | 542.0 | 24.0 | 10.0 | 3.0 | 27.0 | 10.0 | 943.0 | 7.0 | 7.0 | 1 |
| 3 | 11.0 | 12.0 | 9.0 | 7.0 | 629.0 | 879.0 | 711.0 | 390.0 | 419.0 | 9.0 | 651.0 | 36.0 | 12.0 | 5.0 | 27.0 | 15.0 | 959.0 | 5.0 | 5.0 | 1 |
| 4 | 8.0 | 15.0 | 17.0 | 8.0 | 613.0 | 871.0 | 763.0 | 365.0 | 342.0 | 9.0 | 651.0 | 28.0 | 10.0 | 4.0 | 27.0 | 14.0 | 955.0 | 5.0 | 7.0 | 1 |
| 5 | 9.0 | 10.0 | 25.0 | 7.0 | 591.0 | 829.0 | 885.0 | 332.0 | 257.0 | 19.0 | 709.0 | 20.0 | 11.0 | 9.0 | 25.0 | 25.0 | 1015.0 | 15.0 | 4.0 | 1 |
| 6 | 7.0 | 14.0 | 11.0 | 13.0 | 606.0 | 842.0 | 661.0 | 489.0 | 408.0 | 7.0 | 584.0 | 38.0 | 11.0 | 7.0 | 27.0 | 18.0 | 983.0 | 7.0 | 6.0 | 1 |
| 7 | 11.0 | 16.0 | 10.0 | 11.0 | 620.0 | 884.0 | 667.0 | 385.0 | 296.0 | 10.0 | 642.0 | 35.0 | 8.0 | 5.0 | 28.0 | 16.0 | 986.0 | 4.0 | 11.0 | 1 |
| 8 | 7.0 | 14.0 | 12.0 | 13.0 | 577.0 | 831.0 | 643.0 | 532.0 | 429.0 | 8.0 | 573.0 | 39.0 | 8.0 | 7.0 | 28.0 | 21.0 | 1003.0 | 8.0 | 9.0 | 1 |
| 9 | 10.0 | 13.0 | 10.0 | 10.0 | 573.0 | 787.0 | 665.0 | 415.0 | 428.0 | 7.0 | 559.0 | 35.0 | 8.0 | 4.0 | 29.0 | 12.0 | 963.0 | 4.0 | 5.0 | 1 |
Last rows
| att202 | att214 | att139 | att178 | att16 | att112 | att183 | att74 | att206 | att140 | att160 | att31 | att191 | att10 | att68 | att177 | att173 | att19 | att155 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1990 | 16.0 | 13.0 | 18.0 | 8.0 | 564.0 | 810.0 | 949.0 | 355.0 | 368.0 | 16.0 | 612.0 | 19.0 | 4.0 | 4.0 | 18.0 | 22.0 | 973.0 | 22.0 | 11.0 | 10 |
| 1991 | 10.0 | 15.0 | 1.0 | 10.0 | 813.0 | 899.0 | 720.0 | 305.0 | 312.0 | 28.0 | 923.0 | 28.0 | 16.0 | 4.0 | 26.0 | 30.0 | 1028.0 | 13.0 | 11.0 | 10 |
| 1992 | 13.0 | 12.0 | 16.0 | 11.0 | 658.0 | 924.0 | 931.0 | 310.0 | 229.0 | 17.0 | 710.0 | 17.0 | 4.0 | 7.0 | 19.0 | 20.0 | 953.0 | 20.0 | 9.0 | 10 |
| 1993 | 9.0 | 14.0 | 11.0 | 13.0 | 606.0 | 846.0 | 869.0 | 343.0 | 318.0 | 16.0 | 618.0 | 20.0 | 18.0 | 7.0 | 20.0 | 15.0 | 994.0 | 19.0 | 9.0 | 10 |
| 1994 | 21.0 | 10.0 | 17.0 | 13.0 | 580.0 | 850.0 | 1069.0 | 435.0 | 430.0 | 15.0 | 600.0 | 24.0 | 3.0 | 9.0 | 19.0 | 19.0 | 1019.0 | 21.0 | 10.0 | 10 |
| 1995 | 13.0 | 14.0 | 16.0 | 13.0 | 617.0 | 877.0 | 991.0 | 386.0 | 293.0 | 16.0 | 611.0 | 15.0 | 11.0 | 7.0 | 18.0 | 13.0 | 950.0 | 20.0 | 8.0 | 10 |
| 1996 | 21.0 | 10.0 | 19.0 | 13.0 | 620.0 | 848.0 | 997.0 | 296.0 | 287.0 | 13.0 | 724.0 | 24.0 | 1.0 | 9.0 | 21.0 | 23.0 | 997.0 | 25.0 | 12.0 | 10 |
| 1997 | 8.0 | 15.0 | 13.0 | 14.0 | 649.0 | 881.0 | 924.0 | 315.0 | 348.0 | 17.0 | 709.0 | 14.0 | 18.0 | 10.0 | 21.0 | 23.0 | 977.0 | 17.0 | 9.0 | 10 |
| 1998 | 12.0 | 13.0 | 15.0 | 10.0 | 604.0 | 844.0 | 938.0 | 395.0 | 332.0 | 16.0 | 634.0 | 12.0 | 20.0 | 4.0 | 20.0 | 15.0 | 963.0 | 19.0 | 7.0 | 10 |
| 1999 | 11.0 | 12.0 | 18.0 | 9.0 | 717.0 | 853.0 | 951.0 | 259.0 | 296.0 | 23.0 | 799.0 | 21.0 | 3.0 | 5.0 | 29.0 | 33.0 | 1026.0 | 22.0 | 10.0 | 10 |
Most frequent
| att202 | att214 | att139 | att178 | att16 | att112 | att183 | att74 | att206 | att140 | att160 | att31 | att191 | att10 | att68 | att177 | att173 | att19 | att155 | target | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2.0 | 9.0 | 26.0 | 10.0 | 642.0 | 760.0 | 834.0 | 241.0 | 198.0 | 16.0 | 628.0 | 19.0 | 20.0 | 12.0 | 14.0 | 6.0 | 831.0 | 12.0 | 7.0 | 7 | 2 |
| 1 | 3.0 | 12.0 | 27.0 | 9.0 | 801.0 | 753.0 | 877.0 | 241.0 | 320.0 | 15.0 | 733.0 | 18.0 | 15.0 | 13.0 | 13.0 | 11.0 | 790.0 | 15.0 | 10.0 | 7 | 2 |
| 2 | 11.0 | 8.0 | 18.0 | 9.0 | 616.0 | 820.0 | 925.0 | 313.0 | 310.0 | 8.0 | 626.0 | 27.0 | 3.0 | 15.0 | 14.0 | 12.0 | 1055.0 | 26.0 | 10.0 | 4 | 2 |
| 3 | 11.0 | 12.0 | 18.0 | 9.0 | 717.0 | 853.0 | 951.0 | 259.0 | 296.0 | 23.0 | 799.0 | 21.0 | 3.0 | 5.0 | 29.0 | 33.0 | 1026.0 | 22.0 | 10.0 | 10 | 2 |
| 4 | 16.0 | 11.0 | 2.0 | 8.0 | 591.0 | 739.0 | 765.0 | 357.0 | 320.0 | 3.0 | 521.0 | 29.0 | 12.0 | 10.0 | 23.0 | 6.0 | 1068.0 | 16.0 | 1.0 | 6 | 2 |
| 5 | 17.0 | 10.0 | 25.0 | 11.0 | 832.0 | 810.0 | 941.0 | 190.0 | 277.0 | 30.0 | 886.0 | 26.0 | 9.0 | 11.0 | 14.0 | 42.0 | 1079.0 | 39.0 | 10.0 | 8 | 2 |